Sumo Logic announced Predict for Metrics.
When combined with existing capabilities in Sumo Logic, Predict for Metrics provides a comprehensive way to harness observability analytics to better predict variable applications, cloud and infrastructure usage and resource demands.
Predict for Metrics is designed to provide better visibility into production issues, system downtime, and uncontrolled cloud costs.
“To keep pace with the speed of modern application development, it is important that operations leaders are able to predict their app and cloud usage needs to keep operations running smoothly and avoid unplanned downtime,” said Erez Barak, VP of Product Development for Observability, Sumo Logic. “Predictive analytics for logs and metrics telemetry provides the key to managing cloud infrastructure and app development variables. Our customers will gain valuable insights to ensure better resilience to avoidable production issues.”
Similar to the existing predict operator for Logs, Predict for Metrics uses linear and autoregressive models to make predictions by harnessing past data points to predict future trends. It is a metrics query language operator, which allows users to visualize forecasted values and add resulting charts to Sumo Logic dashboards. Here are some additional use cases for Predict for Metrics.
Predict for Metrics enables users to:
- Optimize Ingest: Understanding and planning for anticipated volume is important. Administrators can now leverage Predict for Metrics to forecast volume and adjust ingest accordingly to avoid any surprises or disruptions.
- Forecast App Resource Requirements: Sumo Logic customers can use predictive analytics on APM trace metrics to forecast the load on an application or its underlying microservice. They can also forecast potential infrastructure bottlenecks such as how much CPU, memory or disk space to provision across AWS EC2 or AWS DynamoDB instances.
- Reduce Data Bottlenecks: Unplanned resource bottlenecks are a common root cause for application outages. Organizations can now determine which critical resources will run out of capacity, such as provisioned throughput for AWS DynamoDB or Provisioned Memory for AWS Lambda functions and more.
The Latest
A majority (61%) of organizations are forced to evolve or rethink their data and analytics (D&A) operating model because of the impact of disruptive artificial intelligence (AI) technologies, according to a new Gartner survey ...
The power of AI, and the increasing importance of GenAI are changing the way people work, teams collaborate, and processes operate ... Gartner identified the top data and analytics (D&A) trends for 2024 that are driving the emergence of a wide range of challenges, including organizational and human issues ...
IT and the business are disconnected. Ask the business what IT does and you might hear "they implement infrastructure, write software, and migrate things to cloud," and for some that might be the extent of their knowledge of IT. Similarly, IT might know that the business "markets and sells and develops product," but they may not know what those functions entail beyond the unit they serve the most ...
Cloud spending continues to soar. Globally, cloud users spent a mind-boggling $563.6 billion last year on public cloud services, and there's no sign of a slowdown ... CloudZero's State of Cloud Cost Report 2024 found that organizations are still struggling to gain control over their cloud costs and that a lack of visibility is having a significant impact. Among the key findings of the report ...
The use of hybrid multicloud models is forecasted to double over the next one to three years as IT decision makers are facing new pressures to modernize IT infrastructures because of drivers like AI, security, and sustainability, according to the Enterprise Cloud Index (ECI) report from Nutanix ...
Over the last 20 years Digital Employee Experience has become a necessity for companies committed to digital transformation and improving IT experiences. In fact, by 2025, more than 50% of IT organizations will use digital employee experience to prioritize and measure digital initiative success ...
While most companies are now deploying cloud-based technologies, the 2024 Secure Cloud Networking Field Report from Aviatrix found that there is a silent struggle to maximize value from those investments. Many of the challenges organizations have faced over the past several years have evolved, but continue today ...
In our latest research, Cisco's The App Attention Index 2023: Beware the Application Generation, 62% of consumers report their expectations for digital experiences are far higher than they were two years ago, and 64% state they are less forgiving of poor digital services than they were just 12 months ago ...
In MEAN TIME TO INSIGHT Episode 5, Shamus McGillicuddy, VP of Research, Network Infrastructure and Operations, at EMA discusses the network source of truth ...
A vast majority (89%) of organizations have rapidly expanded their technology in the past few years and three quarters (76%) say it's brought with it increased "chaos" that they have to manage, according to Situation Report 2024: Managing Technology Chaos from Software AG ...
